Para-Pipe: Exploiting Hierarchical Operator Parallelism of ML Computational Graphs on SoCs

Yujie Zhang, Huiying Lan, Ehsan Aghapour +5

As edge-based deep learning applications become more complex, optimizing performance on heterogeneous System-on-Chips (SoCs) presents unique challenges. Traditional pipelining tech…